#biodiversity, Twitter, 9/4/2020 11:05:50 AM, 234329


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#biodiversity_2020-09-03_17-44-13.xlsx
#biodiversity_2020-09-03_17-44-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2020
Short Description:
#biodiversity via NodeXL https://bit.ly/31X8Plf
@ecology_tweets
@ipbes
@unbiodiversity
@fao
@wef
@marinegofficial
@guardian
@workshopcomeco
@imagine_garden
@inaturalist

Top hashtags:
#biodiversity
#nature
#conservation
#climatechange
#wildlife
#pollinators

Description:
Description
The graph represents a network of 6,594 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 September 2020 at 00:53 UTC.

The requested start date was Thursday, 03 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 14-hour, 5-minute period from Friday, 28 August 2020 at 09:49 UTC to Wednesday, 02 September 2020 at 23:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 6594
Unique Edges : 4377
Edges With Duplicates : 12725
Total Edges : 17102
Number of Edge Types : 5
Retweet : 5683
MentionsInRetweet : 7906
Mentions : 2146
Tweet : 1267
Replies to : 100
Self-Loops : 1390
Reciprocated Vertex Pair Ratio : 0.0223558783477077
Reciprocated Edge Ratio : 0.0437340437340437
Connected Components : 540
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 5057
Maximum Edges in a Connected Component : 14568
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.909465
Graph Density : 0.000207226154742387
Modularity : 0.494436
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,594 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 September 2020 at 00:53 UTC.

The requested start date was Thursday, 03 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 14-hour, 5-minute period from Friday, 28 August 2020 at 09:49 UTC to Wednesday, 02 September 2020 at 23:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #biodiversity
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[88] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[45] https://twinybots.ch/
[41] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=31/08/2020+16:45
[33] https://www.weforum.org/agenda/2020/08/shark-conservation-drones-artificial-intelligence?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=01/09/2020+13:00
[32] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[24] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=29/08/2020+07:00
[21] https://tweetedtimes.com/v/1560?s=tnp
[19] http://skyddaskogen.se/en/news/5014-planned-nature-reserve-in-swedish-lapland-threatened-by-green-washing-scheme
[18] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge
[18] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/08/2020+22:00

Top URLs in Tweet in G1:
[17] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[8] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge
[8] https://www.enn.com/articles/65074-species-pushed-out-of-the-tropics-by-climate-change
[7] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=share_btn_tw
[5] https://peerj.com/articles/9727/
[5] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics?CMP=Share_AndroidApp_Other
[5] https://www.theguardian.com/environment/2020/sep/01/mining-needed-for-renewable-energy-could-harm-biodiversity
[4] https://twitter.com/ellamcsweeney/status/1300350736627269632
[4] https://twitter.com/FAOKnowledge/status/1300693639388069888
[4] https://www.theguardian.com/environment/2020/sep/01/trump-administration-rule-drilling-national-forests

Top URLs in Tweet in G2:
[14] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=74
[8] https://www.nature.com/articles/doi:10.1038/s41559-020-01285-z.epdf?sharing_token=ELj66MChhC7k6059PwxmR9RgN0jAjWel9jnR3ZoTv0ODS62L8c9j8yK-O68IMjWq8FlXdPkXqSqIkgJqkphxLJ76aIEETaZKMC1VJ_pSPmlmF6WsgonDNWRrO_STEUrpVFOZPZJUphSEvjuai-M2ARvwXxtoQb-wnL37G5kZbWo%3D
[4] https://news.globallandscapesforum.org/44538/biodiversity-101-why-it-matters-and-how-to-protect-it/
[4] https://vertafrika.com/feed/growhse-blog/opportunity-glf-biodiversity-online-learning/
[3] https://www.cbd.int/doc/press/2020/pr-2020-08-26-midori-prize-en.pdf
[3] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=share_btn_tw
[3] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[3] https://twinybots.ch/
[2] https://jobs.unops.org/Pages/ViewVacancy/VADetails.aspx?id=20108#2
[2] https://unfoundation.org/blog/post/we-need-urgent-action-to-protect-biodiversity/

Top URLs in Tweet in G3:
[38] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=31/08/2020+16:45
[29] https://www.weforum.org/agenda/2020/08/shark-conservation-drones-artificial-intelligence?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=01/09/2020+13:00
[29] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[19] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=29/08/2020+07:00
[12] https://www.brighttalk.com/webcast/17701/429663
[11] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=31/08/2020+22:00
[8] https://peakd.com/hive-106444/@shuvo35/spending-time-with-pigeons
[5] https://twinybots.ch/
[3] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=27/08/2020+16:45
[3] https://www.weforum.org/agenda/2020/08/lazarus-species-extinction-discoveries-conservation?utm_source=twitter&utm_medium=social_scheduler&utm_term=Biodiversity&utm_content=27%2F08%2F2020+15%3A45

Top URLs in Tweet in G4:
[6] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics?CMP=Share_iOSApp_Other
[3] http://www.fao.org/state-of-forests/en/?utm_source=twitter&utm_medium=social+media&utm_campaign=fao
[2] http://www.fao.org/publications/sofo/en/?utm_source=twitter&utm_medium=social+media&utm_campaign=faoforestry
[2] https://unfoundation.org/blog/post/we-need-urgent-action-to-protect-biodiversity/?utm_source=Twitter&utm_medium=Organic&utm_content=we-need-urgent-action-to-protect-biodiversity
[2] https://www.weforum.org/agenda/2020/08/red-kite-conservation-success-stories-bison-beaver-wolf?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=29/08/2020+16:00
[1] http://www.fao.org/documents/card/en/c/cb0649en
[1] https://www.linkedin.com/slink?code=gWyw5Tj
[1] https://twitter.com/roy_jabi/status/1300416420669399041
[1] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[1] https://twitter.com/UNEP/status/1299572597731008517

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[1] https://www.sciencetimes.com/articles/26665/20200729/indigenous-people-teaching-researchers-environment.htm
[1] https://www.veganbottle.com/
[1] https://www.veganbottlewater.com/
[1] https://www.nationalgeographic.com/animals/2020/08/smooth-handfish-extinct-other-handfishes-threatened/
[1] https://www.theguardian.com/commentisfree/2020/aug/26/us-farming-agriculture-food-supply-danger
[1] https://twitter.com/cfstruefood/status/1298761636862464001
[1] https://twitter.com/mwfwildlife/status/1299397711804809216
[1] https://www.theguardian.com/environment/2020/aug/31/a-sacred-spot-why-gold-mining-threatens-nova-scotias-wildest-river
[1] https://twitter.com/crewcrew/status/1300297366503927808

Top URLs in Tweet in G6:
[9] https://twinybots.ch/
[5] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics
[3] https://watchourcity.com/ap-news/drilling-mines-other-projects-hastened-by-trump-order/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] http://www.cec.org.au/newsletter/CECNewsletter.Winter2020.pdf
[2] https://whatsaroudus.blogspot.com/p/onlookers-spot-winged-buddies-20.html
[2] https://www.theguardian.com/environment/2020/aug/30/rampant-destruction-of-forests-will-unleash-more-pandemics?CMP=Share_iOSApp_Other
[2] https://www.dailymail.co.uk/news/article-8679221/Loss-biodiversity-destruction-worlds-forests-unleash-pandemics.html
[2] https://www.mirova.com/en/ideas/natural-capital-our-2019-impact-report
[2] https://docs.google.com/forms/d/e/1FAIpQLSdLYPBDEJ2km7RgJsfAaCJPhIjyMs5H7BloW2FqOkk2LPw10A/viewform?usp=send_form
[2] https://www.theguardian.com/environment/2020/aug/31/involve-local-groups-in-protecting-biodiversity-conservationists-urge?CMP=twt_a-environment_b-gdneco

Top URLs in Tweet in G7:
[5] https://smartfarming.ie/
[4] https://twitter.com/shanemcauliffe1/status/1299042892787470336
[2] https://twitter.com/shanemcauliffe1/status/1299292801872662528
[1] https://www.teagasc.ie/sustainableagriculture
[1] https://www.theguardian.com/commentisfree/2020/aug/31/birds-are-keeping-me-sane-in-lockdown-when-this-is-over-we-must-do-more-to-protect-them?CMP=Share_AndroidApp_Other
[1] https://twitter.com/EcofactEcology/status/1298293946041475072
[1] https://twitter.com/AgrilandIreland/status/1300809686980190208
[1] https://www.surveymonkey.com/r/SQ3GH6X
[1] https://www.irishtimes.com/culture/stage/theatre-of-nature-examining-the-environment-through-the-lens-1.4340318?mode=amp
[1] https://twitter.com/npwsbiodata/status/1299648424359407618

Top URLs in Tweet in G8:
[3] https://www.inaturalist.org/
[3] https://www.youtube.com/watch?v=lRq00hb_j6E

[2] https://www.inaturalist.org/projects/moth-night-a-great-southern-bioblitz-project
[2] https://www.youtube.com/watch?v=xRcxIl_XLs8&feature=youtu.be

[2] https://greatsouthernbiobl.wixsite.com/website
[1] https://www.inaturalist.org/observations/58213880
[1] https://www.inaturalist.org/observations/38147039
[1] https://www.inaturalist.org/observations/57781506
[1] https://www.inaturalist.org/observations/57840633
[1] https://www.inaturalist.org/observations/57982463

Top URLs in Tweet in G9:
[2] https://twitter.com/Maatnefer1/status/1299613698961666054
[1] https://twitter.com/Bauern_Verband/status/1300409753051463680
[1] https://twitter.com/florikafink/status/1300670199398572032
[1] https://twitter.com/_Ivan_Ramirez/status/1300696567847022592
[1] https://twitter.com/AsunSEO/status/1299427577208201218
[1] https://twitter.com/BirdsMatter_ie/status/1300367957097418752
[1] https://twitter.com/ULangkamp/status/1270313884998606848
[1] https://www.ramsar.org/news/seven-new-wetlands-of-international-importance-for-china
[1] https://www.deutschland.de/en/topic/politics/biodiversity-in-the-eu-the-new-strategy-for-2030
[1] https://twitter.com/vivek4wild/status/1300621961458925568

Top URLs in Tweet in G10:
[8] https://www.shropshirestar.com/news/environment/2020/08/25/campaigners-close-to-buying-bio-diverse-meadow-after-raising-20000/
[8] https://www.theguardian.com/environment/2020/aug/25/country-diary-oilseed-is-a-mixed-blessing-for-bumblebees
[4] https://www.egu.eu/8OK81J/
[2] https://www.clickasnap.com/i/a3jxbmbpzoxfy52a#.Wp5eRC0QaOw.twitter
[2] https://www.amazon.co.uk/gp/product/0691180369?ie=UTF8&camp=3194&creative=21330&creativeASIN=0691180369&linkCode=shr&tag=microsadven04-21&keywords=dragonfly+book&qid=1551170668&refinements=p_n_publication_date:182243031&rnid=182240031&s=books&sr=1-1
[2] https://www.clickasnap.com/i/7o5j69oww4ygzl7g#.WYhYMP1x8jg.twitter
[2] https://www.clickasnap.com/i/zxf018fqis1yifs4#.WRSZw21oJE8.twitter
[2] https://www.clickasnap.com/i/x1yfcfrxclcgolbm#.Wm9N1WAIvBg.twitter
[2] https://www.clickasnap.com/i/vked968ob9k1d6m3
[2] https://www.clickasnap.com/i/e0xg7ww4549uu52t#.WuYxZOdaPRc.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[370] twitter.com
[223] theguardian.com
[180] weforum.org
[100] clickasnap.com
[52] youtube.com
[52] co.uk
[45] twinybots.ch
[29] nature.com
[28] linkedin.com
[27] wiley.com

Top Domains in Tweet in G1:
[117] twitter.com
[70] theguardian.com
[21] smh.re
[16] co.uk
[13] wiley.com
[12] weforum.org
[11] youtube.com
[9] peerj.com
[8] nature.com
[8] treehugger.com

Top Domains in Tweet in G2:
[17] theguardian.com
[17] twitter.com
[16] nature.com
[14] climatebabes.com
[13] weforum.org
[6] globallandscapesforum.org
[6] youtube.com
[5] unfoundation.org
[5] undp.org
[4] cbd.int

Top Domains in Tweet in G3:
[136] weforum.org
[12] brighttalk.com
[11] twitter.com
[8] peakd.com
[7] theguardian.com
[5] twinybots.ch
[4] co.uk
[3] ft.com
[1] theecologist.org
[1] unpri.org

Top Domains in Tweet in G4:
[8] fao.org
[7] theguardian.com
[4] twitter.com
[4] unfoundation.org
[3] weforum.org
[2] biodiversityfinance.net
[1] linkedin.com
[1] nationalgeographic.com
[1] europa.eu
[1] scmp.com

Top Domains in Tweet in G5:
[3] theguardian.com
[3] twitter.com
[1] sciencetimes.com
[1] veganbottle.com
[1] veganbottlewater.com
[1] nationalgeographic.com

Top Domains in Tweet in G6:
[36] twitter.com
[18] instagram.com
[15] theguardian.com
[9] twinybots.ch
[8] linkedin.com
[8] co.uk
[5] org.au
[3] mdpi.com
[3] blogspot.com
[3] google.com

Top Domains in Tweet in G7:
[11] twitter.com
[5] smartfarming.ie
[2] youtube.com
[1] teagasc.ie
[1] theguardian.com
[1] surveymonkey.com
[1] irishtimes.com
[1] idonate.ie
[1] catchments.ie
[1] naturalcapitalireland.com

Top Domains in Tweet in G8:
[18] inaturalist.org
[10] twitter.com
[5] youtube.com
[4] naturemapr.org
[3] wixsite.com
[1] org.au
[1] youtu.be
[1] sunset.com
[1] felineworlds.com
[1] wilddocu.de

Top Domains in Tweet in G9:
[10] twitter.com
[2] europa.eu
[1] ramsar.org
[1] deutschland.de
[1] landezine.com
[1] worldwetlandsday.org
[1] wemove.eu
[1] conservationoptimism.org

Top Domains in Tweet in G10:
[100] clickasnap.com
[9] theguardian.com
[9] shropshirestar.com
[6] co.uk
[4] egu.eu
[3] twitter.com
[1] fondationbiodiversite.fr
[1] economist.com
[1] theconversation.com
[1] soilassociation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4660] biodiversity
[517] nature
[356] conservation
[281] climatechange
[241] wildlife
[219] pollinators
[204] environment
[174] ecology
[154] climate
[144] photography



Top Hashtags in Tweet in G1:
[883] biodiversity
[61] mining
[60] climatechange
[39] climate
[37] conservation
[32] energy
[31] renewable
[27] nature
[20] ecology
[20] deforestation

Top Hashtags in Tweet in G2:
[597] biodiversity
[56] nature
[53] wildlife
[51] foodsecurity
[48] deforestation
[35] climateaction
[34] globalassessment
[31] climatechange
[31] covid19
[27] webinar

Top Hashtags in Tweet in G3:
[278] biodiversity
[74] conservation
[33] extinction
[29] tech
[18] climateemergency
[13] investors
[12] salmon
[12] webinar
[12] nature
[11] confused

Top Hashtags in Tweet in G4:
[263] biodiversity
[134] pollinators
[46] forests
[41] fao
[13] forest
[10] sustainable
[6] biodiversity2020
[4] climatechange
[4] worldenvironmentday
[4] landuse

Top Hashtags in Tweet in G5:
[23] animal
[20] biodiversity
[5] sdgs
[5] novascotia
[4] indigenouspeople
[3] twitter
[3] environment
[3] garden
[3] lawn
[2] guernsey

Top Hashtags in Tweet in G6:
[254] biodiversity
[41] nature
[37] environment
[28] conservation
[26] wildlife
[17] climatechange
[12] ecology
[11] wildlifephotography
[10] photography
[10] deforestation

Top Hashtags in Tweet in G7:
[112] biodiversity
[18] nature
[10] birds
[10] covid19ireland
[8] ballybaywetlands
[8] wildlifephotography
[6] gaeilge
[6] thesignpostseries
[5] npws
[5] environment

Top Hashtags in Tweet in G8:
[79] biodiversity
[28] citizenscience
[23] nature
[23] plants
[22] chile
[19] lizard
[19] australia
[16] biologist
[16] germany
[11] marinemonday

Top Hashtags in Tweet in G9:
[46] biodiversity
[29] china
[29] wetlands
[8] lynx
[8] conservation
[6] cocoa
[5] nature
[5] september
[5] newmonth
[5] pollinator

Top Hashtags in Tweet in G10:
[267] biodiversity
[121] nature
[118] 500pxrtg
[99] flora
[81] photography
[69] rt
[28] publichealth
[24] bioabundance
[20] floodcontrol
[16] birding

Top Words
Top Words in Tweet in Entire Graph:
[4646] #biodiversity
[723] more
[617] biodiversity
[516] #nature
[472] food
[426] species
[396] ipbes
[384] loss
[356] #conservation
[339] study

Top Words in Tweet in G1:
[879] #biodiversity
[107] species
[104] biodiversity
[94] more
[61] loss
[61] #mining
[60] #climatechange
[57] global
[56] conservation
[56] change

Top Words in Tweet in G2:
[592] #biodiversity
[343] ipbes
[202] more
[169] food
[155] unbiodiversity
[143] depends
[132] biodiversity
[132] security
[99] loss
[85] learn

Top Words in Tweet in G3:
[278] #biodiversity
[143] wef
[74] #conservation
[68] species
[68] thriving
[68] again
[66] europe
[37] pri_news
[34] life
[33] extinct

Top Words in Tweet in G4:
[270] increased
[263] #biodiversity
[186] food
[156] fao
[145] production
[136] benefits
[135] much
[134] #pollinators
[134] give
[132] htt

Top Words in Tweet in G5:
[216] marinegofficial
[196] guardian
[195] threatened
[194] extinction
[193] half
[193] killer
[193] whales
[193] according
[193] study
[193] british

Top Words in Tweet in G6:
[254] #biodiversity
[41] #nature
[37] #environment
[28] #conservation
[26] #wildlife
[22] biodiversity
[21] more
[21] current
[20] affairs
[18] gkcrunch

Top Words in Tweet in G7:
[112] #biodiversity
[39] more
[30] pippa_hackett
[26] biodiversity
[21] farming
[21] liamly
[20] people
[19] need
[18] #nature
[17] loss

Top Words in Tweet in G8:
[106] inaturalist
[79] #biodiversity
[68] observation
[66] day
[39] inat
[38] user
[31] seen
[29] saw
[28] more
[28] #citizenscience

Top Words in Tweet in G9:
[46] #biodiversity
[43] barbarapompili
[41] year
[40] ohhh
[40] diverts
[40] ban
[40] illegal
[40] glue
[40] sticks
[40] sneakily

Top Words in Tweet in G10:
[267] #biodiversity
[151] views_
[148] clickasnap_
[121] #nature
[118] #500pxrtg
[114] funds
[113] getting
[101] contribute
[99] #flora
[96] views

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[207] threatened,extinction
[202] half,killer
[202] killer,whales
[202] whales,threatened
[202] extinction,according
[202] according,study
[202] study,british
[202] british,daily
[202] daily,guardian
[201] marinegofficial,half

Top Word Pairs in Tweet in G1:
[49] #mining,materials
[33] renewable,energy
[32] #biodiversity,loss
[31] #climate,change
[29] mitigating,#climate
[29] change,crucial
[29] crucial,#biodiversity
[29] #biodiversity,#mining
[29] materials,produce
[29] produce,#renewable

Top Word Pairs in Tweet in G2:
[132] food,security
[115] depends,#biodiversity
[66] faoknowledge,biodiversity
[66] biodiversity,food
[66] security,connected
[66] connected,many
[66] many,ways
[66] ways,learn
[66] world's,food
[66] security,depends

Top Word Pairs in Tweet in G3:
[71] #biodiversity,#conservation
[68] species,thriving
[68] thriving,again
[66] again,europe
[66] europe,#biodiversity
[65] wef,species
[33] extinct,animals
[33] animals,came
[33] came,back
[33] back,life

Top Word Pairs in Tweet in G4:
[134] increased,food
[134] food,production
[134] production,increased
[134] increased,#biodiversity
[134] #biodiversity,#pollinators
[134] #pollinators,give
[134] give,much
[134] much,benefits
[133] fao,increased
[132] benefits,htt

Top Word Pairs in Tweet in G5:
[193] half,killer
[193] killer,whales
[193] whales,threatened
[193] threatened,extinction
[193] extinction,according
[193] according,study
[193] study,british
[193] british,daily
[193] daily,guardian
[192] marinegofficial,half

Top Word Pairs in Tweet in G6:
[21] #environment,#biodiversity
[20] current,affairs
[12] #biodiversity,#conservation
[12] follow,daily
[9] #biodiversity,#nature
[9] #conservation,#biodiversity
[9] gkcrunch,#upscprelims2021
[8] #biodiversity,#wildlife
[8] daily,current
[8] affairs,gkcrunch

Top Word Pairs in Tweet in G7:
[15] cooperation,works
[15] works,more
[15] more,needed
[15] needed,comes
[15] comes,dealing
[15] dealing,habitat
[15] habitat,species
[15] species,loss
[15] loss,need
[15] need,farming

Top Word Pairs in Tweet in G8:
[62] observation,day
[38] inat,user
[34] inaturalist,inat
[25] more,details
[22] user,gabyriela
[22] gabyriela,saw
[22] saw,nassauvia
[22] nassauvia,pinnigera
[22] pinnigera,#plants
[22] #plants,#chile

Top Word Pairs in Tweet in G9:
[40] ohhh,barbarapompili
[40] barbarapompili,diverts
[40] diverts,year
[40] year,ban
[40] ban,illegal
[40] illegal,glue
[40] glue,sticks
[40] sticks,sneakily
[40] sneakily,authorising
[40] authorising,slaughter

Top Word Pairs in Tweet in G10:
[110] getting,funds
[106] clickasnap_,getting
[99] #500pxrtg,clickasnap_
[75] funds,#biodiversity
[70] #biodiversity,#flora
[69] clicks,#rt
[68] contribute,clicks
[67] conservation,views
[67] views,contribute
[63] #flora,#nature

Top Replied-To
Top Replied-To in Entire Graph:
@vanessafiji
@cgbiodiversity
@bonthurammohan
@jbaylor77
@wwfcolombia
@badabrach
@ian_m_thomson
@fbaddache
@flyedelwings
@cpajoe

Top Replied-To in G1:
@cortes_john
@defragovuk
@srs_kyoten
@absolutewander
@allofyoucandoit
@stevebackshall
@ejrollinson
@doktrnick

Top Replied-To in G2:
@unbiodiversity
@parimalsuklaba1
@iisd_sdgs
@songwevera
@naturebasedsols

Top Replied-To in G3:
@badabrach
@marinescotland
@angegreenheart
@salmonresearch
@ian_m_thomson

Top Replied-To in G5:
@cpajoe

Top Replied-To in G7:
@tarakieran2
@biodatacentre
@jackmanneil
@pippa_hackett

Top Replied-To in G8:
@wwfcolombia
@gsbioblitz

Top Replied-To in G9:
@bauern_verband
@eu_env
@fbaddache
@mbachelet
@mossyhanafin

Top Mentioned
Top Mentioned in Entire Graph:
@ipbes
@marinegofficial
@guardian
@fao
@unbiodiversity
@wef
@clickasnap_
@inaturalist
@faoknowledge
@microstocka

Top Mentioned in G1:
@laurasonter
@trvst_biodiv
@marie_dade
@icraf
@basfagro
@naturecomms
@ipbes
@artecologydept
@thepeerj
@unbiodiversity

Top Mentioned in G2:
@ipbes
@unbiodiversity
@faoknowledge
@wwf_dg
@ipcc_ch
@unfoundation
@un
@unccd
@ibrahimthiaw
@deespeak

Top Mentioned in G3:
@wef
@pri_news
@unep_fi
@howardlwood
@strathearnrose
@marinescotland
@biggerbettermpa
@aspaton
@nic
@fergusewingmsp

Top Mentioned in G4:
@fao
@faoforestry
@faoknowledge
@faoclimate
@abcbirds
@undpbiofin
@earthorg
@unfoundation
@wef
@wcs_canada

Top Mentioned in G5:
@marinegofficial
@guardian
@alicev
@saveredlandlibr
@enviroedgenews
@thermalwatch
@d9herbs
@linkedin
@alicevachet
@erinmoon72

Top Mentioned in G6:
@gkcrunch
@williamtheb
@cecenviro
@ronmartino4
@mirova_ri
@maxxsilver1

Top Mentioned in G7:
@pippa_hackett
@liamly
@savethehellfire
@ifamedia
@teagasc
@leitrimdevco
@epaireland
@euagri
@fearghalrua
@aecom

Top Mentioned in G8:
@inaturalist
@gsbioblitz
@citscioz
@naturemapr
@cncadelaide
@stephen_fricker
@gsbi
@anbg
@agrandebioblitz
@atlaslivingaust

Top Mentioned in G9:
@barbarapompili
@birdlifeeurope
@martharojasu1
@arielbrunner
@vsinkevicius
@birdingbrussels
@lifepr
@plantlifescot
@cnpnature
@ianplantlife

Top Mentioned in G10:
@clickasnap_
@microstocka
@natalieben
@planetary_sec
@eurogeosciences
@ofondiri
@dw_environment
@soilassociation
@jokingdevon

Top Tweeters
Top Tweeters in Entire Graph:
@angelus_0923
@simanekomama
@marcodacostafx
@edinburghwatch
@robre62
@washiro
@rjber15
@drdaveanddee
@honeymoongondol
@miguelhilargiak

Top Tweeters in G1:
@edinburghwatch
@irishtimes
@christinejameis
@outlookindia
@animalwarrior1
@thebonnydoon
@btkrth
@guelphbugle
@fu
@sharonhoole

Top Tweeters in G2:
@rjber15
@mwhalan
@wwf
@charluv2011
@prameshjain12
@dev_discourse
@sandssims
@dudeneyn
@olumideidowu
@vievararosel

Top Tweeters in G3:
@marcodacostafx
@robre62
@sudeepkhatri
@b1e56df9ce6549f
@business
@cberrl
@ambeautifulshow
@ansisegle
@ht4ecosocialism
@aktiondemograph

Top Tweeters in G4:
@nilimajumder
@parvez1
@allanmzalendo
@jornaldomacico
@luisb
@chettayoda
@choikepurun
@okafeng
@corruptpunjab
@eijaniskanen1

Top Tweeters in G5:
@guardian
@drjimmystar
@mlczone
@cftc10
@yagbebi
@edaccessible
@aluthiger
@eutopean
@debraruh
@nurseylu

Top Tweeters in G6:
@paintmyblues
@vitalanon
@williamtheb
@woodwarddiannej
@homesatmetacoda
@oswaldogomezs
@naturebooks2
@stella_vaskoudi
@flyvenkat
@mybabatweets

Top Tweeters in G7:
@mrkalman
@whatsonwow
@olddiesel
@frankmcdonald60
@magnumlady
@juliatetley
@1966persia
@farwest8
@irelandsfarmers
@thefalconbirder

Top Tweeters in G8:
@haltaq
@lizdolphinfluff
@teadrivendev
@thinkalot
@pippavs
@mnxmoosi
@solo_alice
@adymitruk
@pmq_pmq
@granville4879

Top Tweeters in G9:
@iflck
@viriyabot
@scotrail
@thnnwu
@hackneywick
@thofafor
@bettyjo62
@hughjaeger
@margareig
@miguelmcminn

Top Tweeters in G10:
@honeymoongondol
@yarosisnancy
@mulher_noticia
@mr_spock
@sufiboy
@dementedbonxie
@_pehicc
@nomoreslaves
@samljpage
@mandi_riseman


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